FEEDMONITOR Decision Brief

For early AI SaaS founders

Stop guessing. Know what to test next.

A source-backed answer for early AI SaaS founders.

Get my brief · $49 See the evidence →

Private PDF · email delivery · 72 hours after payment + intake

FOUNDER DECISION LOGWhat are you deciding?

15 PROMPTS

01
Paid orders arrived. Why is recurring revenue still small?
02
The pricing page gets traffic. Why aren’t visitors buying?
03
Should we keep a free tier or switch to a trial?
04
Should we charge per seat, usage, or credits?
05
AI cost is rising faster than revenue. What should we cap?
06
Should lifetime buyers include managed Cloud AI?
07
Are credits protecting margin—or confusing buyers?
08
Is the free tier attracting users who never pay?
09
Should we raise the lifetime price or remove it?
10
Why do demos convert while self-serve stalls?
11
Which customer behavior should trigger the paywall?
12
Are two plans serving two different buying jobs?
13
Should managed AI and BYOK be separate plans?
14
Is weak retention a pricing problem or a value problem?
15
What evidence is enough before changing price?

01
Paid orders arrived. Why is recurring revenue still small?
02
The pricing page gets traffic. Why aren’t visitors buying?
03
Should we keep a free tier or switch to a trial?
04
Should we charge per seat, usage, or credits?
05
AI cost is rising faster than revenue. What should we cap?
06
Should lifetime buyers include managed Cloud AI?
07
Are credits protecting margin—or confusing buyers?
08
Is the free tier attracting users who never pay?
09
Should we raise the lifetime price or remove it?
10
Why do demos convert while self-serve stalls?
11
Which customer behavior should trigger the paywall?
12
Are two plans serving two different buying jobs?
13
Should managed AI and BYOK be separate plans?
14
Is weak retention a pricing problem or a value problem?
15
What evidence is enough before changing price?

FIRST 10 BRIEFS · $49

$49one live decision

A private Decision Brief, delivered as a PDF to your inbox.

After payment and a short data intake, your brief arrives by email within 72 hours.

01Send the decision
02Complete intake + payment
03Receive the private PDF

INSIDE YOUR PDF

A decision summary grounded in your real constraints
Ranked causes checked against your funnel, usage, and AI cost
3–5 comparable cases + 2–3 counter-cases, each with action, result, fit/limit, and source links
One recommendation—including what not to change yet
One next test with implementation steps, questions, sample threshold, and stop condition

FROM QUESTION TO NEXT MOVE

See what happens after you send us a question.

You ask. We analyze the possible causes, check similar cases, and recommend what to do next.

ANONYMIZED DEMO / ONE QUESTION → ONE RECOMMENDATIONProject Atlas

01 / 04

STEP 1 / YOUR QUESTION

“Paid orders are coming in. Why is monthly revenue still small?”

THE DECISION THE FOUNDER MUST MAKEShould we remove monthly, raise lifetime, or keep both?

WHAT THE FOUNDER ALREADY KNOWS

Most reported orders were one-time. A smaller group remained active monthly.

WHAT WE NEED BEFORE ANSWERING

Historic price and plan mix
Why each buyer chose their plan
Pricing-page impression → purchase conversion
Plan × AI mode × 30/90-day COGS

WHAT WE ACTUALLY NEED TO DECIDE

Why did each buyer choose that plan? The sales split alone cannot answer it.

YOUR QUESTION FOLLOWS THE SAME FOUR STEPS

This example shows the process. Your data changes the answer.

We repeat these four steps with your funnel, pricing, usage, AI cost, customers, and constraints—then recommend one next move for your situation.

Get my brief · $49